[SPARK-1566] consolidate programming guide, and general doc updates

This is a fairly large PR to clean up and update the docs for 1.0. The major changes are:

* A unified programming guide for all languages replaces language-specific ones and shows language-specific info in tabs
* New programming guide sections on key-value pairs, unit testing, input formats beyond text, migrating from 0.9, and passing functions to Spark
* Spark-submit guide moved to a separate page and expanded slightly
* Various cleanups of the menu system, security docs, and others
* Updated look of title bar to differentiate the docs from previous Spark versions

You can find the updated docs at http://people.apache.org/~matei/1.0-docs/_site/ and in particular http://people.apache.org/~matei/1.0-docs/_site/programming-guide.html.

Author: Matei Zaharia <matei@databricks.com>

Closes #896 from mateiz/1.0-docs and squashes the following commits:

03e6853 [Matei Zaharia] Some tweaks to configuration and YARN docs
0779508 [Matei Zaharia] tweak
ef671d4 [Matei Zaharia] Keep frames in JavaDoc links, and other small tweaks
1bf4112 [Matei Zaharia] Review comments
4414f88 [Matei Zaharia] tweaks
d04e979 [Matei Zaharia] Fix some old links to Java guide
a34ed33 [Matei Zaharia] tweak
541bb3b [Matei Zaharia] miscellaneous changes
fcefdec [Matei Zaharia] Moved submitting apps to separate doc
61d72b4 [Matei Zaharia] stuff
181f217 [Matei Zaharia] migration guide, remove old language guides
e11a0da [Matei Zaharia] Add more API functions
6a030a9 [Matei Zaharia] tweaks
8db0ae3 [Matei Zaharia] Added key-value pairs section
318d2c9 [Matei Zaharia] tweaks
1c81477 [Matei Zaharia] New section on basics and function syntax
e38f559 [Matei Zaharia] Actually added programming guide to Git
a33d6fe [Matei Zaharia] First pass at updating programming guide to support all languages, plus other tweaks throughout
3b6a876 [Matei Zaharia] More CSS tweaks
01ec8bf [Matei Zaharia] More CSS tweaks
e6d252e [Matei Zaharia] Change color of doc title bar to differentiate from 0.9.0

1 files changed, 5 insertions, 5 deletions

diff --git a/docs/mllib-guide.md b/docs/mllib-guide.md
index 640ca83085..95ee6bc968 100644
--- a/docs/mllib-guide.md
+++ b/docs/mllib-guide.md
@@ -31,7 +31,7 @@ MLlib is a new component under active development.
 The APIs marked `Experimental`/`DeveloperApi` may change in future releases, 
 and we will provide migration guide between releases.
 
-## Dependencies
+# Dependencies
 
 MLlib uses linear algebra packages [Breeze](http://www.scalanlp.org/), which depends on
 [netlib-java](https://github.com/fommil/netlib-java), and
@@ -50,9 +50,9 @@ To use MLlib in Python, you will need [NumPy](http://www.numpy.org) version 1.4
 
 ---
 
-## Migration guide
+# Migration Guide
 
-### From 0.9 to 1.0
+## From 0.9 to 1.0
 
 In MLlib v1.0, we support both dense and sparse input in a unified way, which introduces a few
 breaking changes.  If your data is sparse, please store it in a sparse format instead of dense to
@@ -84,9 +84,9 @@ val vector: Vector = Vectors.dense(array) // a dense vector
 <div data-lang="java" markdown="1">
 
 We used to represent a feature vector by `double[]`, which is replaced by
-[`Vector`](api/scala/index.html#org.apache.spark.mllib.linalg.Vector) in v1.0. Algorithms that used
+[`Vector`](api/java/index.html?org/apache/spark/mllib/linalg/Vector.html) in v1.0. Algorithms that used
 to accept `RDD<double[]>` now take
-`RDD<Vector>`. [`LabeledPoint`](api/scala/index.html#org.apache.spark.mllib.regression.LabeledPoint)
+`RDD<Vector>`. [`LabeledPoint`](api/java/index.html?org/apache/spark/mllib/regression/LabeledPoint.html)
 is now a wrapper of `(double, Vector)` instead of `(double, double[])`. Converting `double[]` to
 `Vector` is straightforward: